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Gene Transfer for Ischemic Heart Failure in a Preclinical Model
Published on: May 15, 2011
Ferroptosis Related Genes in Ischemic and Idiopathic Cardiomyopathy: Screening for Potential Pharmacological Targets
Yufeng Jiang1, Ling Chen2, Zhujun Chao3
1Department of Cardiology, Suzhou Dushu Lake Hospital, Dushu Lake Hospital Affiliated to Soochow University, Medical Center of Soochow University, Suzhou, China.
Abstract:
Background: Ferroptosis is a new form of cell death recently discovered that is distinct from apoptosis, necrosis and autophagy. This article is expected to provide a new direction for the treatment of cardiomyopathy in the future by screening potential drug targets associated with ferroptosis. Methods: Differential expression analysis of GSE5406 from the Gene Expression Omnibus (GEO) database was performed using the GEO2R tool. Functional annotation of ferroptosis related genes was also performed. Then we constructed protein-protein interaction networks and identified hub genes using Cytoscape. The candidates for pharmacological compounds targeting the hub genes were screened by cMap. Results: Totally 15 ferroptosis related genes (4 upregulated and 11 downregulated) for ischemic cardiomyopathy and 17 ferroptosis related genes (13 upregulated and 4 downregulated) for idiopathic cardiomyopathy were found. The biological processes involved in these genes mainly include negative regulation of apoptotic process, flavonoid metabolic process, response to drug for ischemic cardiomyopathy and cellular response to fibroblast growth factor stimulus, negative regulation of apoptotic process, and response to drug for idiopathic cardiomyopathy. KEGG results showed that these genes were mainly involved in MAPK signaling pathway for ischemic cardiomyopathy and PI3K-Akt signaling pathway for idiopathic cardiomyopathy. We generated a co-expression network for hub genes and obtained top 10 medications suggested respectively for ischemic/idiopathic cardiomyopathy. Conclusion: Our study reveals the potential role of ferroptosis related genes in ischemic and idiopathic cardiomyopathy through bioinformatics analysis. The hub genes and potential drugs may become novel biomarkers for prognosis and precision treatment in the future.
Insights
Ferroptosis, a novel cell death form, shows potential in treating cardiomyopathy. This study identifies key ferroptosis genes and drugs for precision medicine in ischemic and idiopathic cardiomyopathy.
Area of Science:
- Biomedical research
- Genomics
- Cardiovascular disease
Background:
- Ferroptosis is a newly identified cell death mechanism distinct from apoptosis, necrosis, and autophagy.
- Understanding ferroptosis pathways is crucial for developing novel therapeutic strategies for various diseases.
- Cardiomyopathy, a significant cause of heart failure, presents an unmet need for innovative treatment approaches.
Purpose of the Study:
- To investigate the role of ferroptosis-related genes in the pathogenesis of ischemic and idiopathic cardiomyopathy.
- To identify potential therapeutic targets and drug candidates for cardiomyopathy treatment through bioinformatics analysis.
- To explore ferroptosis as a novel therapeutic avenue for managing heart muscle diseases.
Main Methods:
- Utilized Gene Expression Omnibus (GEO) database (GSE5406) for differential expression analysis via GEO2R.
- Performed functional annotation of ferroptosis-related genes and constructed protein-protein interaction networks using Cytoscape.
- Screened potential drug targets by analyzing hub genes with the Connectivity Map (cMap) database.
Main Results:
- Identified 15 ferroptosis-related genes (4 upregulated, 11 downregulated) in ischemic cardiomyopathy and 17 genes (13 upregulated, 4 downregulated) in idiopathic cardiomyopathy.
- Functional analysis revealed involvement in apoptosis regulation, metabolic processes, and drug response, with key pathways including MAPK and PI3K-Akt signaling.
- Generated co-expression networks for hub genes and proposed top drug candidates for both cardiomyopathy types.
Conclusions:
- Bioinformatics analysis highlights the significant role of ferroptosis-related genes in ischemic and idiopathic cardiomyopathy.
- Identified hub genes and potential therapeutic drugs may serve as novel biomarkers for prognosis and precision treatment.
- Ferroptosis presents a promising new direction for future cardiomyopathy therapies.
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